Triple
T19453216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Prodigy (2019 film) |
E486668
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Jeff Buhler
Jeff Buhler is an American screenwriter and producer known for his work in horror and science fiction films and television, including adaptations like "Pet Sematary" and series such as "Nightflyers."
|
E1406523
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Jeff Buhler | Statement: [The Prodigy (2019 film), screenwriter, Jeff Buhler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Buhler Context triple: [The Prodigy (2019 film), screenwriter, Jeff Buhler]
-
A.
Scott Huler
Scott Huler is an American author and journalist known for his narrative nonfiction works that often explore science, technology, and culture.
-
B.
Brian Blosil
Brian Blosil is an American record producer and the former husband of entertainer Marie Osmond.
-
C.
Mike Schuler
Mike Schuler is an American basketball coach best known for his successful tenure as head coach of the Portland Trail Blazers in the late 1980s.
-
D.
Todd Boekelheide
Todd Boekelheide is an American film composer and sound editor known for his work on numerous documentaries and feature films, including Academy Award–winning projects.
-
E.
Jeff Pehrson
Jeff Pehrson is an American singer-songwriter and harmony vocalist best known for his work with post-Grateful Dead band Furthur and the folk-rock duo Box Set.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Jeff Buhler Triple: [The Prodigy (2019 film), screenwriter, Jeff Buhler]
Generated description
Jeff Buhler is an American screenwriter and producer known for his work in horror and science fiction films and television, including adaptations like "Pet Sematary" and series such as "Nightflyers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Buhler Target entity description: Jeff Buhler is an American screenwriter and producer known for his work in horror and science fiction films and television, including adaptations like "Pet Sematary" and series such as "Nightflyers."
-
A.
Scott Huler
Scott Huler is an American author and journalist known for his narrative nonfiction works that often explore science, technology, and culture.
-
B.
Brian Blosil
Brian Blosil is an American record producer and the former husband of entertainer Marie Osmond.
-
C.
Mike Schuler
Mike Schuler is an American basketball coach best known for his successful tenure as head coach of the Portland Trail Blazers in the late 1980s.
-
D.
Todd Boekelheide
Todd Boekelheide is an American film composer and sound editor known for his work on numerous documentaries and feature films, including Academy Award–winning projects.
-
E.
Jeff Pehrson
Jeff Pehrson is an American singer-songwriter and harmony vocalist best known for his work with post-Grateful Dead band Furthur and the folk-rock duo Box Set.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8e8d86d608190bd199a98d0297f27 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6339407a08190a3e0213bfbb4df3d |
completed | April 20, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e0c9fd48190bcb1f78fe4894d56 |
completed | May 16, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_6a080eb8c4b48190b60b9ec2b8aed182 |
completed | May 16, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080f2b2a4881909bd514080858301e |
completed | May 16, 2026, 6:31 a.m. |
Created at: April 10, 2026, 1:38 p.m.